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blind-box debugging

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Frontend AI Walk
Frontend AI Walk
Sep 14, 2026 · Frontend Development

AI Coding: Escaping the Blind Box — Contracts and Gates for Verifiable Frontend Development

The author argues that AI can generate 90% of complex calendar UIs but the remaining 10-20% becomes a blind-box guessing game because developers cannot verify fixes; they propose four workflow gates (contract, main path, link, container) and executable skills to replace random patching with provable correctness.

AI-assisted developmentWebView integrationblind-box debugging
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AI Coding: Escaping the Blind Box — Contracts and Gates for Verifiable Frontend Development